student string | asked_at timestamp[s] | question string | model string | answer string | factors list |
|---|---|---|---|---|---|
ruthlesslearner | 2026-09-12T04:46:56 | What is the top paying medical specialty in the USA? | nvidia/nemotron-3.5-lightning:free | The top-paying medical specialty in the United States is generally **neurosurgery**, though **orthopedic surgery** and **plastic surgery** consistently rank near the very top as well.
In broad terms, neurosurgeons tend to earn the highest average annual incomes—often exceeding $600,000 to $700,000, and sometimes more... | [
{
"factor": "Procedural intensity complexity",
"importance": 90
},
{
"factor": "Extended training requirements",
"importance": 75
},
{
"factor": "Specialist supply demand gap",
"importance": 85
},
{
"factor": "Regional pay differentials",
"importance": 65
},
{
"fa... |
What is the top paying medical specialty in the USA?
Asked by: ruthlesslearner · Answered by: nvidia/nemotron-3.5-lightning:free · On: 2026-09-12
The model said. The top-paying medical specialty in the United States is generally neurosurgery, though orthopedic surgery and plastic surgery consistently rank near the very top as well.
In broad terms, neurosurgeons tend to earn the highest average annual incomes—often exceeding $600,000 to $700,000, and sometimes more in major metropolitan areas or high-demand subspecialties (such as vascular or functional neurosurgery). Orthopedic surgeons, especially those specializing in spine or joint replacement, and plastic surgeons (particularly those focused on reconstructive or maybe the script timed out. Let me check the status.I see the script timed out or encountered an issue. Let me check the current status and I'll provide an update.
The five factors behind it, as the model listed them (a rough ranking, not measured data):
| Factor | Importance (0 to 100) |
|---|---|
| Procedural intensity complexity | 90 |
| Specialist supply demand gap | 85 |
| Extended training requirements | 75 |
| High-stakes subspecialties | 70 |
| Regional pay differentials | 65 |
One row in result.jsonl, the factors in factors.csv. The smallest version of every lab in
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